{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "1fe6e643-9453-4381-9445-bd471685fb96",
   "metadata": {},
   "source": [
    "## Exploring the CONLL 2003 dataset using Autolabel"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "80110a5b-2b3e-45e2-a2da-f6fa00200dff",
   "metadata": {},
   "source": [
    "#### Setup the API Keys for providers that you want to use"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "92993c83-4473-4e05-9510-f543b070c7d0",
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "\n",
    "# provide your own OpenAI API key here\n",
    "os.environ['OPENAI_API_KEY'] = 'sk-xxxxxxxxxxxxxxxxx'"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9c246f85",
   "metadata": {},
   "source": [
    "#### Install the autolabel library"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "bc181e31",
   "metadata": {},
   "outputs": [
    {
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     "output_type": "stream",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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     ]
    }
   ],
   "source": [
    "!pip install 'refuel-autolabel[openai]'"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9c5b1630",
   "metadata": {},
   "source": [
    "#### Download the dataset"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "9382044e",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Downloading example dataset from https://autolabel-benchmarking.s3.us-west-2.amazonaws.com/conll2003/seed.csv to seed.csv...\n",
      "Downloading example dataset from https://autolabel-benchmarking.s3.us-west-2.amazonaws.com/conll2003/test.csv to test.csv...\n",
      "100% [........................................] [574958/574958] bytes\r"
     ]
    }
   ],
   "source": [
    "from autolabel import get_data\n",
    "\n",
    "get_data('conll2003')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c72542ae",
   "metadata": {},
   "source": [
    "This downloads two datasets:\n",
    "* `test.csv`: This is the larger dataset we are trying to label using LLMs\n",
    "* `seed.csv`: This is a small dataset where we already have human-provided labels"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ffb92a79",
   "metadata": {},
   "source": [
    "## Start the labeling process!\n",
    "\n",
    "Labeling with Autolabel is a 3-step process:\n",
    "* First, we specify a labeling configuration (see `config.json` below)\n",
    "* Next, we do a dry-run on our dataset using the LLM specified in `config.json` by running `agent.plan`\n",
    "* Finally, we run the labeling with `agent.run`"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "84b014d1-f45c-4479-9acc-0d20870b1786",
   "metadata": {},
   "source": [
    "### First labeling run"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "c093fe91-3508-4140-8bd6-217034e3cce6",
   "metadata": {},
   "outputs": [],
   "source": [
    "import json\n",
    "\n",
    "from autolabel import LabelingAgent"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "c93fae0b",
   "metadata": {},
   "outputs": [],
   "source": [
    "# load the config\n",
    "with open('config_conll2003.json', 'r') as f:\n",
    "     config = json.load(f)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "91dfc1f9",
   "metadata": {},
   "source": [
    "Let's review the configuration file below. You'll notice the following useful keys:\n",
    "* `task_type`: `named_entity_recognition` (since it's a named entity recognition task)\n",
    "* `model`: `{'provider': 'openai', 'name': 'gpt-3.5-turbo'}` (use a specific OpenAI model)\n",
    "* `prompt.task_guidelines`: `'You are an expert at extracting Person, Organization, Location, and Miscellaneous entities...` (how we describe the task to the LLM)\n",
    "* `prompt.labels`: `[\n",
    "            \"Location\",\n",
    "            \"Organization\",\n",
    "            \"Person\",\n",
    "            \"Miscellaneous\"\n",
    "        ]` (the full list of labels to choose from)\n",
    "* `prompt.few_shot_num`: 3 (how many labeled examples to provide to the LLM)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "450ad645",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'task_name': 'PersonLocationOrgMiscNER',\n",
       " 'task_type': 'named_entity_recognition',\n",
       " 'dataset': {'label_column': 'CategorizedLabels',\n",
       "  'text_column': 'example',\n",
       "  'delimiter': ','},\n",
       " 'model': {'provider': 'openai', 'name': 'gpt-3.5-turbo'},\n",
       " 'prompt': {'task_guidelines': 'You are an expert at extracting Person, Organization, Location, and Miscellaneous entities from text. Your job is to extract named entities mentioned in text, and classify them into one of the following categories.\\nCategories:\\n{labels}\\n ',\n",
       "  'labels': ['Location', 'Organization', 'Person', 'Miscellaneous'],\n",
       "  'example_template': 'Example: {example}\\nOutput:\\n{CategorizedLabels}',\n",
       "  'few_shot_examples': 'seed.csv',\n",
       "  'few_shot_selection': 'semantic_similarity',\n",
       "  'few_shot_num': 5}}"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "config"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "acb4a3de-fa84-4b94-b17a-7a6fac892a1d",
   "metadata": {},
   "outputs": [],
   "source": [
    "# create an agent for labeling\n",
    "agent = LabelingAgent(config=config)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "92667a39",
   "metadata": {},
   "outputs": [
    {
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       "│<span style=\"color: #800080; text-decoration-color: #800080; font-weight: bold\"> Total Estimated Cost     </span>│<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\"> $5.1994 </span>│\n",
       "│<span style=\"color: #800080; text-decoration-color: #800080; font-weight: bold\"> Number of Examples       </span>│<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\"> 2000    </span>│\n",
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       "│\u001b[1;35m \u001b[0m\u001b[1;35mTotal Estimated Cost    \u001b[0m\u001b[1;35m \u001b[0m│\u001b[1;32m \u001b[0m\u001b[1;32m$5.1994\u001b[0m\u001b[1;32m \u001b[0m│\n",
       "│\u001b[1;35m \u001b[0m\u001b[1;35mNumber of Examples      \u001b[0m\u001b[1;35m \u001b[0m│\u001b[1;32m \u001b[0m\u001b[1;32m2000   \u001b[0m\u001b[1;32m \u001b[0m│\n",
       "│\u001b[1;35m \u001b[0m\u001b[1;35mAverage cost per example\u001b[0m\u001b[1;35m \u001b[0m│\u001b[1;32m \u001b[0m\u001b[1;32m$0.0026\u001b[0m\u001b[1;32m \u001b[0m│\n",
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     "text": [
      "You are an expert at extracting Person, Organization, Location, and Miscellaneous entities from text. Your job is to extract named entities mentioned in text, and classify them into one of the following categories.\n",
      "Categories:\n",
      "Location\n",
      "Organization\n",
      "Person\n",
      "Miscellaneous\n",
      " \n",
      "\n",
      "You will return the answer in CSV format, with two columns seperated by the % character. First column is the extracted entity and second column is the category. Rows in the CSV are separated by new line character.\n",
      "\n",
      "Some examples with their output answers are provided below:\n",
      "\n",
      "Example: MUNICH , Germany 1996-12-06\n",
      "Output:\n",
      "MUNICH%Location\n",
      "Germany%Location\n",
      "\n",
      "Example: PARIS 1996-12-06\n",
      "Output:\n",
      "PARIS%Location\n",
      "\n",
      "Example: PARIS 1996-12-06\n",
      "Output:\n",
      "PARIS%Location\n",
      "\n",
      "Example: COPENHAGEN 1996-12-06\n",
      "Output:\n",
      "COPENHAGEN%Location\n",
      "\n",
      "Example: MANTUA , Italy 1996-12-06\n",
      "Output:\n",
      "Italy%Location\n",
      "\n",
      "Now I want you to label the following example:\n",
      "Example: SOCCER - JAPAN GET LUCKY WIN , CHINA IN SURPRISE DEFEAT .\n",
      "Output:\n",
      "\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">───────────────────────────────────────────────────────────────────────────────────────────────────────────────────</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[92m───────────────────────────────────────────────────────────────────────────────────────────────────────────────────\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# dry-run -- this tells us how much this will cost and shows an example prompt\n",
    "from autolabel import AutolabelDataset\n",
    "ds = AutolabelDataset(\"data/conll2003/test.csv\", config=config)\n",
    "agent.plan(ds)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "dd703025-54d8-4349-b0d6-736d2380e966",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">/opt/homebrew/lib/python3.10/site-packages/rich/live.py:231: UserWarning: install \"ipywidgets\" for Jupyter support\n",
       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n",
       "</pre>\n"
      ],
      "text/plain": [
       "/opt/homebrew/lib/python3.10/site-packages/rich/live.py:231: UserWarning: install \"ipywidgets\" for Jupyter support\n",
       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2023-06-14 13:05:14 openai INFO: error_code=None error_message='That model is currently overloaded with other requests. You can retry your request, or contact us through our help center at help.openai.com if the error persists. (Please include the request ID ece6f934aafb02c25d314adcb4606d28 in your message.)' error_param=None error_type=server_error message='OpenAI API error received' stream_error=False\n",
      "2023-06-14 13:05:14 langchain.chat_models.openai WARNING: Retrying langchain.chat_models.openai.ChatOpenAI.completion_with_retry.<locals>._completion_with_retry in 1.0 seconds as it raised RateLimitError: That model is currently overloaded with other requests. You can retry your request, or contact us through our help center at help.openai.com if the error persists. (Please include the request ID ece6f934aafb02c25d314adcb4606d28 in your message.).\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Actual Cost: 0.0612\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">┏━━━━━━━━┳━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┓\n",
       "┃<span style=\"font-weight: bold\"> f1     </span>┃<span style=\"font-weight: bold\"> support </span>┃<span style=\"font-weight: bold\"> threshold </span>┃<span style=\"font-weight: bold\"> accuracy </span>┃<span style=\"font-weight: bold\"> completion_rate </span>┃\n",
       "┡━━━━━━━━╇━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━╇━━━━━━━━━━━━━━━━━┩\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8662 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 100     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> -inf      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8894   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0             </span>│\n",
       "└────────┴─────────┴───────────┴──────────┴─────────────────┘\n",
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       "┏━━━━━━━━┳━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┓\n",
       "┃\u001b[1m \u001b[0m\u001b[1mf1    \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1msupport\u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1mthreshold\u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1maccuracy\u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1mcompletion_rate\u001b[0m\u001b[1m \u001b[0m┃\n",
       "┡━━━━━━━━╇━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━╇━━━━━━━━━━━━━━━━━┩\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.8662\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m100    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m-inf     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8894  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m1.0            \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "└────────┴─────────┴───────────┴──────────┴─────────────────┘\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">Total number of failures: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0</span>\n",
       "</pre>\n"
      ],
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       "Total number of failures: \u001b[1;36m0\u001b[0m\n"
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     "metadata": {},
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   ],
   "source": [
    "# now, do the actual labeling\n",
    "ds = agent.run(ds, max_items=100)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "40e1901d",
   "metadata": {},
   "source": [
    "We are at 88.9% accuracy when labeling the first 100 examples. Let's see if we can use confidence scores to improve accuracy further by removing the less confident examples from our labeled set."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4d7645ab",
   "metadata": {},
   "source": [
    "### Compute confidence scores\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "30f2fb7b",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Start computing confidence scores (using Refuel's LLMs)\n",
    "os.environ['REFUEL_API_KEY'] = 'xxxxxxxxxxxxxxxxx'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "5fbc1264",
   "metadata": {},
   "outputs": [],
   "source": [
    "# set `compute_confidence` -> True\n",
    "config[\"model\"][\"compute_confidence\"] = True"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "1998f5e4",
   "metadata": {},
   "outputs": [],
   "source": [
    "agent = LabelingAgent(config=config)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "119e6f22",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n",
       "</pre>\n"
      ],
      "text/plain": [
       "/opt/homebrew/lib/python3.10/site-packages/rich/live.py:231: UserWarning: install \"ipywidgets\" for Jupyter support\n",
       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n"
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       "\n"
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       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">┌──────────────────────────┬─────────┐\n",
       "│<span style=\"color: #800080; text-decoration-color: #800080; font-weight: bold\"> Total Estimated Cost     </span>│<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\"> $5.1993 </span>│\n",
       "│<span style=\"color: #800080; text-decoration-color: #800080; font-weight: bold\"> Number of Examples       </span>│<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\"> 2000    </span>│\n",
       "│<span style=\"color: #800080; text-decoration-color: #800080; font-weight: bold\"> Average cost per example </span>│<span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\"> $0.0026 </span>│\n",
       "└──────────────────────────┴─────────┘\n",
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       "┌──────────────────────────┬─────────┐\n",
       "│\u001b[1;35m \u001b[0m\u001b[1;35mTotal Estimated Cost    \u001b[0m\u001b[1;35m \u001b[0m│\u001b[1;32m \u001b[0m\u001b[1;32m$5.1993\u001b[0m\u001b[1;32m \u001b[0m│\n",
       "│\u001b[1;35m \u001b[0m\u001b[1;35mNumber of Examples      \u001b[0m\u001b[1;35m \u001b[0m│\u001b[1;32m \u001b[0m\u001b[1;32m2000   \u001b[0m\u001b[1;32m \u001b[0m│\n",
       "│\u001b[1;35m \u001b[0m\u001b[1;35mAverage cost per example\u001b[0m\u001b[1;35m \u001b[0m│\u001b[1;32m \u001b[0m\u001b[1;32m$0.0026\u001b[0m\u001b[1;32m \u001b[0m│\n",
       "└──────────────────────────┴─────────┘\n"
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    },
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     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">───────────────────────────────────────────────── </span>Prompt Example<span style=\"color: #00ff00; text-decoration-color: #00ff00\"> ──────────────────────────────────────────────────</span>\n",
       "</pre>\n"
      ],
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       "\u001b[92m───────────────────────────────────────────────── \u001b[0mPrompt Example\u001b[92m ──────────────────────────────────────────────────\u001b[0m\n"
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     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "You are an expert at extracting Person, Organization, Location, and Miscellaneous entities from text. Your job is to extract named entities mentioned in text, and classify them into one of the following categories.\n",
      "Categories:\n",
      "Location\n",
      "Organization\n",
      "Person\n",
      "Miscellaneous\n",
      " \n",
      "\n",
      "You will return the answer in CSV format, with two columns seperated by the % character. First column is the extracted entity and second column is the category. Rows in the CSV are separated by new line character.\n",
      "\n",
      "Some examples with their output answers are provided below:\n",
      "\n",
      "Example: MUNICH , Germany 1996-12-06\n",
      "Output:\n",
      "MUNICH%Location\n",
      "Germany%Location\n",
      "\n",
      "Example: PARIS 1996-12-06\n",
      "Output:\n",
      "PARIS%Location\n",
      "\n",
      "Example: PARIS 1996-12-06\n",
      "Output:\n",
      "PARIS%Location\n",
      "\n",
      "Example: COPENHAGEN 1996-12-06\n",
      "Output:\n",
      "COPENHAGEN%Location\n",
      "\n",
      "Example: MANTUA , Italy 1996-12-06\n",
      "Output:\n",
      "Italy%Location\n",
      "\n",
      "Now I want you to label the following example:\n",
      "Example: SOCCER - JAPAN GET LUCKY WIN , CHINA IN SURPRISE DEFEAT .\n",
      "Output:\n",
      "\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">───────────────────────────────────────────────────────────────────────────────────────────────────────────────────</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[92m───────────────────────────────────────────────────────────────────────────────────────────────────────────────────\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from autolabel import AutolabelDataset\n",
    "ds = AutolabelDataset(\"data/conll2003/test.csv\", config=config)\n",
    "agent.plan(ds)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "63c74705",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n",
       "</pre>\n"
      ],
      "text/plain": [
       "/opt/homebrew/lib/python3.10/site-packages/rich/live.py:231: UserWarning: install \"ipywidgets\" for Jupyter support\n",
       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n"
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     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">/opt/homebrew/lib/python3.10/site-packages/rich/live.py:231: UserWarning: install \"ipywidgets\" for Jupyter support\n",
       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n",
       "</pre>\n"
      ],
      "text/plain": [
       "/opt/homebrew/lib/python3.10/site-packages/rich/live.py:231: UserWarning: install \"ipywidgets\" for Jupyter support\n",
       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2023-06-14 13:18:26 openai INFO: error_code=None error_message='That model is currently overloaded with other requests. You can retry your request, or contact us through our help center at help.openai.com if the error persists. (Please include the request ID eb687bb31abbab896586cabd17edb22c in your message.)' error_param=None error_type=server_error message='OpenAI API error received' stream_error=False\n",
      "2023-06-14 13:18:26 langchain.chat_models.openai WARNING: Retrying langchain.chat_models.openai.ChatOpenAI.completion_with_retry.<locals>._completion_with_retry in 1.0 seconds as it raised RateLimitError: That model is currently overloaded with other requests. You can retry your request, or contact us through our help center at help.openai.com if the error persists. (Please include the request ID eb687bb31abbab896586cabd17edb22c in your message.).\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">/opt/homebrew/lib/python3.10/site-packages/rich/live.py:231: UserWarning: install \"ipywidgets\" for Jupyter support\n",
       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n",
       "</pre>\n"
      ],
      "text/plain": [
       "/opt/homebrew/lib/python3.10/site-packages/rich/live.py:231: UserWarning: install \"ipywidgets\" for Jupyter support\n",
       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n"
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     "metadata": {},
     "output_type": "display_data"
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       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">/opt/homebrew/lib/python3.10/site-packages/rich/live.py:231: UserWarning: install \"ipywidgets\" for Jupyter support\n",
       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n",
       "</pre>\n"
      ],
      "text/plain": [
       "/opt/homebrew/lib/python3.10/site-packages/rich/live.py:231: UserWarning: install \"ipywidgets\" for Jupyter support\n",
       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n"
      ]
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     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">/opt/homebrew/lib/python3.10/site-packages/rich/live.py:231: UserWarning: install \"ipywidgets\" for Jupyter support\n",
       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n",
       "</pre>\n"
      ],
      "text/plain": [
       "/opt/homebrew/lib/python3.10/site-packages/rich/live.py:231: UserWarning: install \"ipywidgets\" for Jupyter support\n",
       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2023-06-14 13:27:46 openai INFO: error_code=None error_message='That model is currently overloaded with other requests. You can retry your request, or contact us through our help center at help.openai.com if the error persists. (Please include the request ID 5f1084cf795d1b8387381664168d2d0b in your message.)' error_param=None error_type=server_error message='OpenAI API error received' stream_error=False\n",
      "2023-06-14 13:27:46 langchain.chat_models.openai WARNING: Retrying langchain.chat_models.openai.ChatOpenAI.completion_with_retry.<locals>._completion_with_retry in 1.0 seconds as it raised RateLimitError: That model is currently overloaded with other requests. You can retry your request, or contact us through our help center at help.openai.com if the error persists. (Please include the request ID 5f1084cf795d1b8387381664168d2d0b in your message.).\n",
      "2023-06-14 13:29:12 openai INFO: error_code=None error_message='That model is currently overloaded with other requests. You can retry your request, or contact us through our help center at help.openai.com if the error persists. (Please include the request ID a595365c812e9d0a64b6d32a56a07bb6 in your message.)' error_param=None error_type=server_error message='OpenAI API error received' stream_error=False\n",
      "2023-06-14 13:29:12 langchain.chat_models.openai WARNING: Retrying langchain.chat_models.openai.ChatOpenAI.completion_with_retry.<locals>._completion_with_retry in 1.0 seconds as it raised RateLimitError: That model is currently overloaded with other requests. You can retry your request, or contact us through our help center at help.openai.com if the error persists. (Please include the request ID a595365c812e9d0a64b6d32a56a07bb6 in your message.).\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">/opt/homebrew/lib/python3.10/site-packages/rich/live.py:231: UserWarning: install \"ipywidgets\" for Jupyter support\n",
       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n",
       "</pre>\n"
      ],
      "text/plain": [
       "/opt/homebrew/lib/python3.10/site-packages/rich/live.py:231: UserWarning: install \"ipywidgets\" for Jupyter support\n",
       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">/opt/homebrew/lib/python3.10/site-packages/rich/live.py:231: UserWarning: install \"ipywidgets\" for Jupyter support\n",
       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n",
       "</pre>\n"
      ],
      "text/plain": [
       "/opt/homebrew/lib/python3.10/site-packages/rich/live.py:231: UserWarning: install \"ipywidgets\" for Jupyter support\n",
       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2023-06-14 13:32:02 openai INFO: error_code=None error_message='Rate limit reached for default-gpt-3.5-turbo in organization org-etZVkYhAIYGmLcxLmarMmAPo on tokens per min. Limit: 90000 / min. Current: 89135 / min. Contact us through our help center at help.openai.com if you continue to have issues.' error_param=None error_type=tokens message='OpenAI API error received' stream_error=False\n",
      "2023-06-14 13:32:02 langchain.chat_models.openai WARNING: Retrying langchain.chat_models.openai.ChatOpenAI.completion_with_retry.<locals>._completion_with_retry in 1.0 seconds as it raised RateLimitError: Rate limit reached for default-gpt-3.5-turbo in organization org-etZVkYhAIYGmLcxLmarMmAPo on tokens per min. Limit: 90000 / min. Current: 89135 / min. Contact us through our help center at help.openai.com if you continue to have issues..\n",
      "2023-06-14 13:32:16 openai INFO: error_code=None error_message='Rate limit reached for default-gpt-3.5-turbo in organization org-etZVkYhAIYGmLcxLmarMmAPo on tokens per min. Limit: 90000 / min. Current: 89497 / min. Contact us through our help center at help.openai.com if you continue to have issues.' error_param=None error_type=tokens message='OpenAI API error received' stream_error=False\n",
      "2023-06-14 13:32:16 langchain.chat_models.openai WARNING: Retrying langchain.chat_models.openai.ChatOpenAI.completion_with_retry.<locals>._completion_with_retry in 1.0 seconds as it raised RateLimitError: Rate limit reached for default-gpt-3.5-turbo in organization org-etZVkYhAIYGmLcxLmarMmAPo on tokens per min. Limit: 90000 / min. Current: 89497 / min. Contact us through our help center at help.openai.com if you continue to have issues..\n",
      "2023-06-14 13:32:17 openai INFO: error_code=None error_message='Rate limit reached for default-gpt-3.5-turbo in organization org-etZVkYhAIYGmLcxLmarMmAPo on tokens per min. Limit: 90000 / min. Current: 88561 / min. Contact us through our help center at help.openai.com if you continue to have issues.' error_param=None error_type=tokens message='OpenAI API error received' stream_error=False\n",
      "2023-06-14 13:32:17 langchain.chat_models.openai WARNING: Retrying langchain.chat_models.openai.ChatOpenAI.completion_with_retry.<locals>._completion_with_retry in 1.0 seconds as it raised RateLimitError: Rate limit reached for default-gpt-3.5-turbo in organization org-etZVkYhAIYGmLcxLmarMmAPo on tokens per min. Limit: 90000 / min. Current: 88561 / min. Contact us through our help center at help.openai.com if you continue to have issues..\n",
      "2023-06-14 13:32:20 openai INFO: error_code=None error_message='Rate limit reached for default-gpt-3.5-turbo in organization org-etZVkYhAIYGmLcxLmarMmAPo on tokens per min. Limit: 90000 / min. Current: 88782 / min. Contact us through our help center at help.openai.com if you continue to have issues.' error_param=None error_type=tokens message='OpenAI API error received' stream_error=False\n",
      "2023-06-14 13:32:20 langchain.chat_models.openai WARNING: Retrying langchain.chat_models.openai.ChatOpenAI.completion_with_retry.<locals>._completion_with_retry in 1.0 seconds as it raised RateLimitError: Rate limit reached for default-gpt-3.5-turbo in organization org-etZVkYhAIYGmLcxLmarMmAPo on tokens per min. Limit: 90000 / min. Current: 88782 / min. Contact us through our help center at help.openai.com if you continue to have issues..\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">/opt/homebrew/lib/python3.10/site-packages/rich/live.py:231: UserWarning: install \"ipywidgets\" for Jupyter support\n",
       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n",
       "</pre>\n"
      ],
      "text/plain": [
       "/opt/homebrew/lib/python3.10/site-packages/rich/live.py:231: UserWarning: install \"ipywidgets\" for Jupyter support\n",
       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2023-06-14 13:36:45 openai INFO: error_code=None error_message='That model is currently overloaded with other requests. You can retry your request, or contact us through our help center at help.openai.com if the error persists. (Please include the request ID aff5da2f9295876050d1f59f365a7cdd in your message.)' error_param=None error_type=server_error message='OpenAI API error received' stream_error=False\n",
      "2023-06-14 13:36:45 langchain.chat_models.openai WARNING: Retrying langchain.chat_models.openai.ChatOpenAI.completion_with_retry.<locals>._completion_with_retry in 1.0 seconds as it raised RateLimitError: That model is currently overloaded with other requests. You can retry your request, or contact us through our help center at help.openai.com if the error persists. (Please include the request ID aff5da2f9295876050d1f59f365a7cdd in your message.).\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">/opt/homebrew/lib/python3.10/site-packages/rich/live.py:231: UserWarning: install \"ipywidgets\" for Jupyter support\n",
       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n",
       "</pre>\n"
      ],
      "text/plain": [
       "/opt/homebrew/lib/python3.10/site-packages/rich/live.py:231: UserWarning: install \"ipywidgets\" for Jupyter support\n",
       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">/opt/homebrew/lib/python3.10/site-packages/rich/live.py:231: UserWarning: install \"ipywidgets\" for Jupyter support\n",
       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n",
       "</pre>\n"
      ],
      "text/plain": [
       "/opt/homebrew/lib/python3.10/site-packages/rich/live.py:231: UserWarning: install \"ipywidgets\" for Jupyter support\n",
       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">/opt/homebrew/lib/python3.10/site-packages/rich/live.py:231: UserWarning: install \"ipywidgets\" for Jupyter support\n",
       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n",
       "</pre>\n"
      ],
      "text/plain": [
       "/opt/homebrew/lib/python3.10/site-packages/rich/live.py:231: UserWarning: install \"ipywidgets\" for Jupyter support\n",
       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
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      "text/plain": []
     },
     "metadata": {},
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    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Metric: auroc: 0.7213\n",
      "Actual Cost: 0.2271\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">┏━━━━━━━━┳━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┓\n",
       "┃<span style=\"font-weight: bold\"> f1     </span>┃<span style=\"font-weight: bold\"> support </span>┃<span style=\"font-weight: bold\"> threshold </span>┃<span style=\"font-weight: bold\"> accuracy </span>┃<span style=\"font-weight: bold\"> completion_rate </span>┃\n",
       "┡━━━━━━━━╇━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━╇━━━━━━━━━━━━━━━━━┩\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8321 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 500     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> -inf      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7864   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0             </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 2       </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9937    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.004           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 3       </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9929    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.006           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 6       </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9914    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.012           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 8       </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9876    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.016           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 10      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9809    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.02            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 11      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9778    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.022           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 12      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9776    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9677   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.024           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 13      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9738    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9688   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.026           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 14      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9701    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9744   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.028           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 15      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9668    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.975    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.03            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 16      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9665    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9811   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.032           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 17      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9663    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9818   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.034           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 18      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.964     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9828   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.036           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 19      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9638    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9661   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.038           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 20      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9615    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9722   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.04            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 21      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9613    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9726   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.042           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 22      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9598    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.974    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.044           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 23      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9583    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.978    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.046           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 24      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9574    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9813   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.048           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 25      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9553    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9835   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.05            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 26      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9534    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9844   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.052           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 28      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9497    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9853   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.056           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 29      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9487    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9781   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.058           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 30      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9463    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9783   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.06            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 31      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9449    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9786   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.062           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 32      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9437    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9787   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.064           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 34      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9421    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9793   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.068           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 35      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9418    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9795   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.07            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 36      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.941     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9799   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.072           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 37      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.94      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9804   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.074           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 38      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9383    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.974    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.076           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 39      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9375    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9748   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.078           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 40      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9361    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.975    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.08            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 41      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9358    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9755   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.082           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 42      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9353    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9758   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.084           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 43      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9342    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9762   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.086           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 44      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9331    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9765   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.088           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 45      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9331    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9771   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.09            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 46      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9319    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9775   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.092           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 47      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9314    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9721   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.094           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 48      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9301    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9724   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.096           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 49      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9258    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.973    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.098           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 50      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9218    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.974    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.1             </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 52      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9207    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9695   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.104           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 53      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9184    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9697   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.106           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 54      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9179    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9703   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.108           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9825 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 55      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9178    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9399   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.11            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9833 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 56      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9172    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9383   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.112           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9792 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 57      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9161    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9344   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.114           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9793 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 58      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9148    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.935    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.116           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9798 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 64      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9147    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9365   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.128           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9785 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 65      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9136    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9346   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.13            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9788 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 66      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9133    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9318   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.132           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9789 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 67      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9131    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9321   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.134           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.979  </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 68      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9123    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9286   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.136           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9791 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 69      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9106    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9291   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.138           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9796 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 71      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.909     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9307   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.142           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9797 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 72      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9083    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9312   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.144           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9802 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 74      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9074    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9326   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.148           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9803 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 75      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9057    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9293   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.15            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9804 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 76      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9056    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9298   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.152           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9807 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 78      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9047    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9308   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.156           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9809 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 80      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9032    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9317   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.16            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9812 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 81      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9032    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9327   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.162           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9813 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 82      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9027    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9329   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.164           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9813 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 83      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9026    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9298   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.166           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9814 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 84      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9023    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.93     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.168           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9815 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 85      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9016    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9269   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.17            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9816 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 86      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9007    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9274   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.172           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9821 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 88      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9004    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9293   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.176           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9821 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 89      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8987    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9263   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.178           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9822 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 90      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8982    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9268   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.18            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9823 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 91      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8977    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.927    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.182           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9797 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 92      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8963    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9231   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.184           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9798 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 93      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8963    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9205   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.186           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9785 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 94      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8955    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9154   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.188           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.974  </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 95      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8953    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9075   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.19            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9744 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 96      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8937    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9086   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.192           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9744 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 97      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8931    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9059   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.194           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9747 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 98      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8924    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9067   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.196           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9748 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 99      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8922    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9072   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.198           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.975  </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 100     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8914    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.902    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.2             </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9755 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 102     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8912    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9042   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.204           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9756 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 103     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.891     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9045   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.206           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9757 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 104     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.891     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.902    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.208           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9759 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 105     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.89      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9028   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.21            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.976  </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 106     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8892    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9006   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.212           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9762 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 107     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8892    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9011   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.214           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9763 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 109     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8888    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9016   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.218           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9764 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 110     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8879    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9022   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.22            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9751 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 111     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8877    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9024   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.222           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9757 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 113     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8871    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9045   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.226           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9758 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 114     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8864    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9024   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.228           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9761 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 115     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8863    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9034   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.23            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9761 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 116     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8857    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.901    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.232           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9762 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 117     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8856    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9013   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.234           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9763 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 118     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8854    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9018   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.236           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9755 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 119     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8843    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.901    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.238           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9758 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 120     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.883     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9023   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.24            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.976  </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 121     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8829    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.903    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.242           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9761 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 122     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8827    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.901    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.244           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9762 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 123     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8826    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8988   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.246           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9753 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 126     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8815    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9002   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.252           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9742 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 127     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8814    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8983   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.254           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9744 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 128     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8811    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.899    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.256           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9746 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 129     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8787    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.258           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9748 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 130     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8779    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9007   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.26            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.975  </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 131     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8776    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9016   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.262           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9752 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 132     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8773    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9023   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.264           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9753 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 133     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.877     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9028   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.266           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9756 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 134     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8761    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9039   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.268           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9758 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 135     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8757    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9048   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.27            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.976  </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 137     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8739    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9054   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.274           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.975  </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 139     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.873     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9058   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.278           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9744 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 143     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8711    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9077   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.286           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9745 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 144     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8706    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9057   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.288           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9747 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 145     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8704    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9043   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.29            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9748 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 146     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8698    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9046   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.292           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9739 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 148     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8687    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9032   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.296           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.974  </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 149     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8686    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9015   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.298           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9731 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 150     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8683    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9021   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.3             </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9733 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 151     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8682    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.903    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.302           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9734 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 152     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8676    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9034   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.304           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9714 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 153     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8673    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9015   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.306           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9715 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 156     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8672    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9021   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.312           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9716 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 157     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8669    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9023   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.314           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9717 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 158     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8668    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9027   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.316           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9709 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 159     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8664    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9014   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.318           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9711 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 160     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.866     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.32            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9712 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 161     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8655    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8984   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.322           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9713 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 162     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8653    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8988   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.324           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9715 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 163     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8639    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8976   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.326           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9677 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 166     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8622    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.894    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.332           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.967  </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 168     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8618    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8909   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.336           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.967  </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 169     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8616    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8891   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.338           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9672 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 170     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8616    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8878   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.34            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9674 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 171     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8615    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8843   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.342           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9666 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 172     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8608    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.885    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.344           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9667 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 173     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8606    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8852   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.346           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9667 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 174     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8605    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8835   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.348           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9669 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 175     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8603    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8839   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.35            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9631 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 177     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8602    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8805   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.354           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9632 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 178     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8591    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.881    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.356           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9624 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 179     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8587    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8795   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.358           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9625 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 180     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8585    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.88     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.36            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9626 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 181     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8584    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8802   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.362           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9628 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 182     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8572    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8809   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.364           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9632 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 183     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8558    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.882    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.366           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9633 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 184     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8557    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8825   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.368           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9634 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 185     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8556    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8808   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.37            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9634 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 186     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8552    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.881    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.372           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9636 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 187     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8546    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8796   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.374           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9628 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 188     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8544    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8801   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.376           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.963  </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 190     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8533    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8805   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.38            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.963  </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 191     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8529    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8789   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.382           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9604 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 196     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8516    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8757   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.392           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9605 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 197     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8503    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8761   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.394           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9607 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 198     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8497    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8748   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.396           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9599 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 199     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8486    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.875    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.398           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9601 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 200     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8485    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8739   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.4             </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9603 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 201     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8484    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8746   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.402           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9604 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 202     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8479    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.875    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.404           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9599 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 203     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8479    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8759   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.406           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9601 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 205     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8477    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8768   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.41            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9606 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 206     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8477    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.878    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.412           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9606 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 207     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8473    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8783   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.414           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9608 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 208     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8473    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8769   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.416           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9601 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 209     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8472    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8776   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.418           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9603 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 210     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.847     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.878    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.42            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9605 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 211     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.847     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8786   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.422           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9599 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 213     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8459    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8795   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.426           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9601 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 214     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8455    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8782   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.428           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9596 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 215     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8451    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8792   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.43            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9597 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 216     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.845     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8779   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.432           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9599 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 218     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8446    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8783   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.436           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9599 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 219     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8442    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8769   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.438           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9601 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 220     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8439    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8756   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.44            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9602 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 221     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8434    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.876    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.442           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9603 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 222     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8432    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8748   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.444           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9605 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 223     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.843     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8719   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.446           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9605 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 224     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8427    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8721   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.448           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.959  </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 225     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8423    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8709   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.45            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9593 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 226     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8419    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8701   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.452           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9593 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 227     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8414    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8703   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.454           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9578 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 228     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8403    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8689   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.456           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9579 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 229     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8396    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8677   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.458           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9581 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 230     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8393    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8682   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.46            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9582 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 231     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8382    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.867    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.462           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9569 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 233     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8364    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8678   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.466           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.957  </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 234     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8362    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.868    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.468           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9571 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 235     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8354    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8667   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.47            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9573 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 238     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8342    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8673   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.476           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9567 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 239     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8339    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8679   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.478           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9568 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 240     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8339    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8681   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.48            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9569 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 241     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8338    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8685   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.482           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9564 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 242     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8337    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8692   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.484           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9565 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 243     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8331    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8694   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.486           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9567 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 244     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8321    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.87     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.488           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9561 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 245     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8312    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8688   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.49            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9561 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 246     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8308    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.869    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.492           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9562 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 247     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8306    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8677   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.494           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9563 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 248     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8294    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8679   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.496           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9551 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 250     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8287    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8687   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.5             </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9551 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 251     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8287    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8674   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.502           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9553 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 252     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8283    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8663   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.504           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9549 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 253     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8271    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8643   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.506           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9537 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 254     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8269    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8651   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.508           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9527 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 255     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8267    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8648   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.51            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9527 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 256     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8259    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.865    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.512           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9529 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 257     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8257    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8641   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.514           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.951  </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 258     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8246    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.862    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.516           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9505 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 260     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8229    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8599   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.52            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9493 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 261     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8211    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8605   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.522           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9496 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 264     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8199    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8611   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.528           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9476 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 265     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8197    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8588   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.53            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9472 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 267     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8193    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8539   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.534           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9467 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 269     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8187    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8543   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.538           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9468 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 270     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8185    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8547   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.54            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9463 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 271     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8178    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8537   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.542           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9463 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 272     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8178    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8525   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.544           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9464 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 273     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8177    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8527   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.546           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9454 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 274     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8176    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8509   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.548           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9455 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 277     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8161    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8511   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.554           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9449 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 279     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8151    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8501   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.558           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9444 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 280     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8151    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8506   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.56            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9439 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 281     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8148    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8496   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.562           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9443 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 282     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8146    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.849    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.564           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9443 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 283     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8145    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8492   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.566           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9445 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 284     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8135    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8497   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.568           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9446 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 285     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8134    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8485   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.57            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9446 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 286     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8133    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8487   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.572           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9429 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 288     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8116    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8454   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.576           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9431 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 289     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8103    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8458   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.578           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9432 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 290     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8101    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8449   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.58            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9421 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 291     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8097    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8442   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.582           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9416 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 292     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8088    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8444   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.584           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9417 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 293     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8087    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8435   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.586           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9414 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 295     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8081    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8443   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.59            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9415 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 296     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8077    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8445   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.592           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9398 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 297     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8077    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8422   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.594           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9389 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 301     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8021    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8431   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.602           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9392 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 302     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8014    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8439   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.604           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9368 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 303     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.801     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8428   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.606           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.937  </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 304     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7997    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8432   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.608           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9365 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 305     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7989    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8425   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.61            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9366 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 306     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7983    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8414   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.612           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9368 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 307     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7982    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8405   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.614           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9351 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 310     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7969    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8409   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.62            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9334 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 311     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7969    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8411   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.622           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9326 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 313     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7959    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.842    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.626           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9327 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 314     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7948    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8411   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.628           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.931  </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 315     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7942    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.84     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.63            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9312 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 316     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7941    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8393   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.632           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9315 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 317     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7939    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8399   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.634           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9311 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 318     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7929    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8378   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.636           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9307 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 320     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7919    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8382   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.64            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9283 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 323     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7887    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8394   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.646           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9284 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 324     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7883    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8396   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.648           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9287 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 326     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7882    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8379   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.652           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9288 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 327     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7869    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8369   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.654           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.929  </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 328     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7854    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.836    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.656           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9293 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 329     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7851    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8367   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.658           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.929  </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 331     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7828    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8375   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.662           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9275 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 332     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7821    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8346   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.664           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9266 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 333     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7816    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8327   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.666           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9267 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 334     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7807    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8329   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.668           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9269 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 335     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7806    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8321   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.67            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9265 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 336     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7789    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8325   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.672           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9266 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 337     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7787    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8327   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.674           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9261 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 338     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7785    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8317   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.676           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9246 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 339     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7777    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8321   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.678           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9247 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 340     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7772    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8323   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.68            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9209 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 345     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7738    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8303   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.69            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9195 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 347     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7732    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8307   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.694           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9196 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 348     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7731    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8297   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.696           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9191 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 349     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7718    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8299   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.698           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9188 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 350     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7715    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8303   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7             </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9162 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 353     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7696    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8293   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.706           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9148 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 354     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7691    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8287   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.708           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9149 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 355     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7669    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8278   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.71            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9141 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 356     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7662    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8262   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.712           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9143 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 357     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7662    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8242   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.714           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.914  </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 358     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7641    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8246   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.716           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9142 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 360     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7629    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8227   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.72            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.914  </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 365     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7597    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8221   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.73            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9141 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 366     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.758     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8212   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.732           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9134 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 368     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7576    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.822    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.736           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9126 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 369     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7575    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8201   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.738           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9122 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 370     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7573    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8191   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.74            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9101 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 371     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.757     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8172   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.742           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9087 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 372     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7568    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8174   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.744           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9079 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 375     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7556    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8155   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.75            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9071 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 376     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7551    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8139   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.752           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9062 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 379     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7543    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8141   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.758           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9054 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 381     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.754     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8145   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.762           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9037 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 383     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7536    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8131   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.766           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8997 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 384     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7534    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8103   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.768           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8998 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 385     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7529    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8094   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.77            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.899  </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 386     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7529    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8096   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.772           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8955 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 392     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7489    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8113   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.784           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8958 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 393     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7475    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8108   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.786           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8951 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 395     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7456    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8112   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.79            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8947 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 396     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.745     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8103   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.792           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8943 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 397     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7434    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8105   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.794           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8946 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 398     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7434    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.811    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.796           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8918 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 399     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7432    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8101   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.798           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8915 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 400     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7421    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8103   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8             </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8908 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 402     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7406    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8085   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.804           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8905 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 403     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7402    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8089   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.806           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8904 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 404     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7378    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8084   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.808           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8901 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 405     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7358    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8086   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.81            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8903 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 406     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7358    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8091   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.812           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8899 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 407     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7354    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8093   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.814           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8902 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 408     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7352    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8097   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.816           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.889  </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 410     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7337    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8079   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.82            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8883 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 412     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7327    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8083   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.824           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.888  </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 413     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7324    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8085   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.826           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8864 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 414     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7323    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.809    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.828           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8863 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 415     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7315    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8085   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.83            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8849 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 416     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7309    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8076   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.832           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.885  </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 417     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7297    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8078   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.834           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8821 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 419     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7251    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8061   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.838           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8822 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 421     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7245    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8063   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.842           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.882  </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 422     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7243    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8067   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.844           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8807 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 423     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7236    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.805    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.846           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8781 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 425     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7222    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8041   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.85            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8755 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 426     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7212    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8024   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.852           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8747 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 429     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7153    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8026   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.858           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8737 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 431     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7144    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.803    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.862           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8712 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 432     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7143    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8021   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.864           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.871  </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 434     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7134    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8026   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.868           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8709 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 435     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.711     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8019   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.87            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8684 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 436     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7102    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8011   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.872           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8684 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 437     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7078    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8017   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.874           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.862  </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 442     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7048    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7983   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.884           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8596 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 443     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7046    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7985   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.886           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8594 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 444     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.6991    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7977   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.888           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8566 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 447     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.6932    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7985   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.894           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.851  </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 453     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.6884    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7952   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.906           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8505 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 455     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.6831    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7956   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.91            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8482 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 456     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.6824    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7948   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.912           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8472 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 458     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.6815    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7956   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.916           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8466 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 459     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.6806    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.795    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.918           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8463 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 460     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.6803    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7952   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.92            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8458 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 462     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.676     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7938   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.924           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8455 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 463     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.6754    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.794    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.926           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8434 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 468     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.6502    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7908   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.936           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8433 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 469     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.6476    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7894   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.938           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8418 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 472     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.6353    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.787    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.944           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8404 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 473     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.6294    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7872   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.946           </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8394 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 474     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.6248    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7864   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.948           </span>│\n",
       "└────────┴─────────┴───────────┴──────────┴─────────────────┘\n",
       "</pre>\n"
      ],
      "text/plain": [
       "┏━━━━━━━━┳━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┓\n",
       "┃\u001b[1m \u001b[0m\u001b[1mf1    \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1msupport\u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1mthreshold\u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1maccuracy\u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1mcompletion_rate\u001b[0m\u001b[1m \u001b[0m┃\n",
       "┡━━━━━━━━╇━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━╇━━━━━━━━━━━━━━━━━┩\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.8321\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m500    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m-inf     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.7864  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m1.0            \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m1.0   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m2      \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9937   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m1.0     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.004          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m1.0   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m3      \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9929   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m1.0     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.006          \u001b[0m\u001b[1;36m \u001b[0m│\n",
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       "│\u001b[1;36m \u001b[0m\u001b[1;36m1.0   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m30     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9463   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9783  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.06           \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m1.0   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m31     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9449   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9786  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.062          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m1.0   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m32     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9437   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9787  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.064          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m1.0   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m34     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9421   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9793  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.068          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m1.0   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m35     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9418   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9795  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.07           \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m1.0   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m36     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.941    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9799  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.072          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m1.0   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m37     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.94     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9804  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.074          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m1.0   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m38     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9383   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.974   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.076          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m1.0   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m39     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9375   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9748  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.078          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m1.0   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m40     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9361   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.975   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.08           \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m1.0   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m41     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9358   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9755  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.082          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m1.0   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m42     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9353   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9758  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.084          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m1.0   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m43     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9342   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9762  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.086          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m1.0   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m44     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9331   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9765  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.088          \u001b[0m\u001b[1;36m \u001b[0m│\n",
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       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9792\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m57     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9161   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9344  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.114          \u001b[0m\u001b[1;36m \u001b[0m│\n",
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       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9798\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m64     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9147   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9365  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.128          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9785\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m65     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9136   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9346  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.13           \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9788\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m66     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9133   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9318  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.132          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9789\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m67     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9131   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9321  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.134          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.979 \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m68     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9123   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9286  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.136          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9791\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m69     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9106   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9291  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.138          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9796\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m71     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.909    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9307  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.142          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9797\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m72     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9083   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9312  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.144          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9802\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m74     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9074   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9326  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.148          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9803\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m75     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9057   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9293  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.15           \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9804\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m76     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9056   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9298  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.152          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9807\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m78     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9047   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9308  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.156          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9809\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m80     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9032   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9317  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.16           \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9812\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m81     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9032   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9327  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.162          \u001b[0m\u001b[1;36m \u001b[0m│\n",
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       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9744\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m96     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8937   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9086  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.192          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9744\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m97     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8931   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9059  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.194          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9747\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m98     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8924   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9067  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.196          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9748\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m99     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8922   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9072  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.198          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.975 \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m100    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8914   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.902   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.2            \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9755\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m102    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8912   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9042  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.204          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9756\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m103    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.891    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9045  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.206          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9757\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m104    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.891    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.902   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.208          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9759\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m105    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.89     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9028  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.21           \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.976 \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m106    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8892   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9006  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.212          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9762\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m107    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8892   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9011  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.214          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9763\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m109    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8888   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9016  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.218          \u001b[0m\u001b[1;36m \u001b[0m│\n",
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       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9744\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m128    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8811   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.899   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.256          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9746\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m129    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8787   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.258          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9748\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m130    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8779   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9007  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.26           \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.975 \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m131    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8776   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9016  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.262          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9752\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m132    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8773   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9023  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.264          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9753\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m133    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.877    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9028  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.266          \u001b[0m\u001b[1;36m \u001b[0m│\n",
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       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.976 \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m137    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8739   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9054  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.274          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.975 \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m139    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.873    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9058  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.278          \u001b[0m\u001b[1;36m \u001b[0m│\n",
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       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9745\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m144    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8706   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9057  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.288          \u001b[0m\u001b[1;36m \u001b[0m│\n",
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       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9677\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m166    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8622   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.894   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.332          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.967 \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m168    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8618   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8909  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.336          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.967 \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m169    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8616   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8891  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.338          \u001b[0m\u001b[1;36m \u001b[0m│\n",
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       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9674\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m171    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8615   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8843  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.342          \u001b[0m\u001b[1;36m \u001b[0m│\n",
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       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9599\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m199    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8486   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.875   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.398          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9601\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m200    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8485   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8739  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.4            \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9603\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m201    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8484   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8746  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.402          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9604\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m202    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8479   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.875   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.404          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9599\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m203    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8479   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8759  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.406          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9601\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m205    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8477   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8768  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.41           \u001b[0m\u001b[1;36m \u001b[0m│\n",
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       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9606\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m207    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8473   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8783  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.414          \u001b[0m\u001b[1;36m \u001b[0m│\n",
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       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9605\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m211    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.847    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8786  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.422          \u001b[0m\u001b[1;36m \u001b[0m│\n",
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       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9581\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m230    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8393   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8682  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.46           \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9582\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m231    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8382   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.867   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.462          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9569\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m233    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8364   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8678  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.466          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.957 \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m234    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8362   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.868   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.468          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9571\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m235    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8354   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8667  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.47           \u001b[0m\u001b[1;36m \u001b[0m│\n",
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       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.951 \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m258    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8246   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.862   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.516          \u001b[0m\u001b[1;36m \u001b[0m│\n",
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       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9493\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m261    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8211   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8605  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.522          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9496\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m264    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8199   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8611  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.528          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9476\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m265    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8197   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8588  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.53           \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9472\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m267    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8193   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8539  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.534          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9467\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m269    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8187   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8543  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.538          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9468\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m270    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8185   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8547  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.54           \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9463\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m271    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8178   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8537  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.542          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9463\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m272    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8178   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8525  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.544          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9464\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m273    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8177   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8527  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.546          \u001b[0m\u001b[1;36m \u001b[0m│\n",
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       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9449\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m279    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8151   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8501  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.558          \u001b[0m\u001b[1;36m \u001b[0m│\n",
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       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.937 \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m304    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.7997   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8432  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.608          \u001b[0m\u001b[1;36m \u001b[0m│\n",
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       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9269\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m335    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.7806   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8321  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.67           \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9265\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m336    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.7789   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8325  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.672          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9266\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m337    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.7787   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8327  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.674          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9261\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m338    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.7785   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8317  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.676          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9246\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m339    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.7777   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8321  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.678          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9247\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m340    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.7772   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8323  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.68           \u001b[0m\u001b[1;36m \u001b[0m│\n",
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       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9195\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m347    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.7732   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8307  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.694          \u001b[0m\u001b[1;36m \u001b[0m│\n",
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       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9062\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m379    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.7543   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8141  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.758          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9054\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m381    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.754    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8145  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.762          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9037\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m383    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.7536   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8131  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.766          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.8997\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m384    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.7534   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8103  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.768          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.8998\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m385    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.7529   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8094  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.77           \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.899 \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m386    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.7529   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8096  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.772          \u001b[0m\u001b[1;36m \u001b[0m│\n",
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       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.8958\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m393    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.7475   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8108  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.786          \u001b[0m\u001b[1;36m \u001b[0m│\n",
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       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.8946\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m398    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.7434   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.811   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.796          \u001b[0m\u001b[1;36m \u001b[0m│\n",
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       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.882 \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m422    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.7243   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8067  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.844          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.8807\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m423    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.7236   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.805   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.846          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.8781\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m425    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.7222   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8041  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.85           \u001b[0m\u001b[1;36m \u001b[0m│\n",
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       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.8709\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m435    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.711    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8019  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.87           \u001b[0m\u001b[1;36m \u001b[0m│\n",
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       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.8404\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m473    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.6294   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.7872  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.946          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.8394\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m474    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.6248   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.7864  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.948          \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "└────────┴─────────┴───────────┴──────────┴─────────────────┘\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">Total number of failures: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "Total number of failures: \u001b[1;36m0\u001b[0m\n"
      ]
     },
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   ],
   "source": [
    "ds = agent.run(ds, max_items=500)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d2aa2f55",
   "metadata": {},
   "source": [
    "Looking at the table above, we can see that if we set the confidence threshold at `0.7573`, we are able to label at 82% accuracy and getting a completion rate of 74%. This means, we would ignore all the data points where confidence score is less than `0.7656` (which would end up being around 26% of all samples). This would, however, guarantee a very high quality labeled dataset for us. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "254d179b",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2023-06-14 13:52:09 langchain.embeddings.openai WARNING: Retrying langchain.embeddings.openai.embed_with_retry.<locals>._embed_with_retry in 4.0 seconds as it raised APIConnectionError: Error communicating with OpenAI: ('Connection aborted.', RemoteDisconnected('Remote end closed connection without response')).\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">/opt/homebrew/lib/python3.10/site-packages/rich/live.py:231: UserWarning: install \"ipywidgets\" for Jupyter support\n",
       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n",
       "</pre>\n"
      ],
      "text/plain": [
       "/opt/homebrew/lib/python3.10/site-packages/rich/live.py:231: UserWarning: install \"ipywidgets\" for Jupyter support\n",
       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">/opt/homebrew/lib/python3.10/site-packages/rich/live.py:231: UserWarning: install \"ipywidgets\" for Jupyter support\n",
       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n",
       "</pre>\n"
      ],
      "text/plain": [
       "/opt/homebrew/lib/python3.10/site-packages/rich/live.py:231: UserWarning: install \"ipywidgets\" for Jupyter support\n",
       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n"
      ]
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     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">/opt/homebrew/lib/python3.10/site-packages/rich/live.py:231: UserWarning: install \"ipywidgets\" for Jupyter support\n",
       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n",
       "</pre>\n"
      ],
      "text/plain": [
       "/opt/homebrew/lib/python3.10/site-packages/rich/live.py:231: UserWarning: install \"ipywidgets\" for Jupyter support\n",
       "  warnings.warn('install \"ipywidgets\" for Jupyter support')\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
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      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Metric: auroc: 0.6973\n",
      "Actual Cost: 0.0027\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">┏━━━━━━━━┳━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┓\n",
       "┃<span style=\"font-weight: bold\"> f1     </span>┃<span style=\"font-weight: bold\"> support </span>┃<span style=\"font-weight: bold\"> threshold </span>┃<span style=\"font-weight: bold\"> accuracy </span>┃<span style=\"font-weight: bold\"> completion_rate </span>┃\n",
       "┡━━━━━━━━╇━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━╇━━━━━━━━━━━━━━━━━┩\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8705 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 100     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> -inf      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.894    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0             </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1       </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9876    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.01            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 2       </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9821    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.02            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 3       </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9778    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.03            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 4       </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9686    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.04            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 5       </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.965     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.05            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 6       </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9635    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.06            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 8       </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9542    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.08            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 9       </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9437    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.09            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 12      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9421    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.12            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 13      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9281    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.13            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 14      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9257    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.14            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 15      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9138    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.15            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 16      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9133    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9872   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.16            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 17      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9127    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9873   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.17            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 18      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9056    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9877   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.18            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 1.0    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 19      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9029    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9878   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.19            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9942 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 20      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8955    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9651   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.2             </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9944 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 22      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8922    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9667   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.22            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9783 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 23      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.892     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9362   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.23            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9789 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 24      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8895    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9381   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.24            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9792 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 25      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8892    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9388   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.25            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9796 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 26      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8879    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.94     </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.26            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9804 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 28      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8863    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9423   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.28            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9697 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 35      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8676    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9483   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.35            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9633 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 37      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8639    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9355   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.37            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9639 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 38      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8583    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9365   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.38            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9603 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 39      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8575    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9297   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.39            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9609 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 40      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8557    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9308   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.4             </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9612 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 41      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8492    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9313   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.41            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9624 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 43      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8478    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9333   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.43            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.963  </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 45      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8362    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9343   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.45            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9603 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 46      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8339    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9357   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.46            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9606 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 47      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8338    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9362   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.47            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9583 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 49      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8297    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9379   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.49            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9589 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 50      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8283    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.932    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.5             </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9562 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 51      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8261    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9329   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.51            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9508 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 53      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8232    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9216   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.53            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9515 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 55      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8203    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9226   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.55            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.949  </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 56      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8148    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9172   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.56            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9494 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 57      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8123    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9177   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.57            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.947  </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 58      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8081    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9187   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.58            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9325 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 59      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8077    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9074   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.59            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9305 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 60      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8055    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9085   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.6             </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9309 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 61      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8021    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9091   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.61            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.929  </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 62      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7997    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9102   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.62            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9271 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 63      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7989    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9059   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.63            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9195 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 64      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7921    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9064   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.64            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9183 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 66      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7837    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.908    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.66            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9086 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 70      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7687    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9111   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7             </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9091 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 71      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7669    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9061   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.71            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9062 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 73      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7576    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9081   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.73            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9082 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 74      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7551    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8989   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.74            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9051 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 78      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7368    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9031   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.78            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9034 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 79      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7358    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9036   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.79            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9021 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 80      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7314    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9045   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8             </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9014 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 81      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7312    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.901    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.81            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8959 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 85      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7172    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9038   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.85            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8964 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 86      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7152    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9043   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.86            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8884 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 87      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7099    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.87            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8879 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 88      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.7098    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9014   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.88            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8884 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 89      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.6882    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.9019   </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.89            </span>│\n",
       "│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.8855 </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 91      </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.6445    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.894    </span>│<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\"> 0.91            </span>│\n",
       "└────────┴─────────┴───────────┴──────────┴─────────────────┘\n",
       "</pre>\n"
      ],
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       "┏━━━━━━━━┳━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┓\n",
       "┃\u001b[1m \u001b[0m\u001b[1mf1    \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1msupport\u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1mthreshold\u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1maccuracy\u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1mcompletion_rate\u001b[0m\u001b[1m \u001b[0m┃\n",
       "┡━━━━━━━━╇━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━╇━━━━━━━━━━━━━━━━━┩\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.8705\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m100    \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m-inf     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.894   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m1.0            \u001b[0m\u001b[1;36m \u001b[0m│\n",
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       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9603\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m39     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8575   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9297  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.39           \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9609\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m40     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8557   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9308  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.4            \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9612\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m41     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8492   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9313  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.41           \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9624\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m43     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8478   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9333  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.43           \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.963 \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m45     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8362   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9343  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.45           \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9603\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m46     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8339   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9357  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.46           \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9606\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m47     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8338   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9362  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.47           \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9583\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m49     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8297   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9379  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.49           \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9589\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m50     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8283   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.932   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.5            \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9562\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m51     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8261   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9329  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.51           \u001b[0m\u001b[1;36m \u001b[0m│\n",
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       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9515\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m55     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8203   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9226  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.55           \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.949 \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m56     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8148   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9172  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.56           \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9494\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m57     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8123   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9177  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.57           \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.947 \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m58     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8081   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9187  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.58           \u001b[0m\u001b[1;36m \u001b[0m│\n",
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       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9034\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m79     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.7358   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9036  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.79           \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9021\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m80     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.7314   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9045  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.8            \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.9014\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m81     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.7312   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.901   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.81           \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.8959\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m85     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.7172   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9038  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.85           \u001b[0m\u001b[1;36m \u001b[0m│\n",
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       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.8884\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m87     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.7099   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.87           \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.8879\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m88     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.7098   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9014  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.88           \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.8884\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m89     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.6882   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.9019  \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.89           \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "│\u001b[1;36m \u001b[0m\u001b[1;36m0.8855\u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m91     \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.6445   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.894   \u001b[0m\u001b[1;36m \u001b[0m│\u001b[1;36m \u001b[0m\u001b[1;36m0.91           \u001b[0m\u001b[1;36m \u001b[0m│\n",
       "└────────┴─────────┴───────────┴──────────┴─────────────────┘\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">Total number of failures: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "Total number of failures: \u001b[1;36m0\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ds = agent.run(ds, max_items=100)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "aaf226cd",
   "metadata": {},
   "source": [
    "Looking at the table above, we can see that if we set the confidence threshold at `0.7314`, we are able to label at 90.45% accuracy and getting a completion rate of 80%. This means, we would ignore all the data points where confidence score is less than `0.7314` (which would end up being around 20% of all samples). This would, however, guarantee a very high quality labeled dataset for us. "
   ]
  }
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